Yan Lin 0006 - researchr alias

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Viewing Publication 1 - 16 from 16

2025

UniTE: A Survey and Unified Pipeline for Pre-Training Spatiotemporal Trajectory EmbeddingsYan Lin 0006, Zeyu Zhou 0001, Yichen Liu 0003, Haochen Lv 0001, Haomin Wen, Tianyi Li 0005, Yushuai Li, Christian S. Jensen, Shengnan Guo 0001, Youfang Lin, Huaiyu Wan. tkde, 37(3):1475-1494, March 2025. [doi]

STCDM: Spatio-Temporal Contrastive Diffusion Model for Check-In Sequence GenerationLetian Gong, Shengnan Guo 0001, Yan Lin 0006, Yichen Liu 0003, Erwen Zheng, Yiwei Shuang, Youfang Lin, Jilin Hu, Huaiyu Wan. tkde, 37(4):2141-2154, April 2025. [doi]

DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time EstimationXiaowei Mao, Yan Lin 0006, Shengnan Guo 0001, Yubin Chen, Xingyu Xian, Haomin Wen, Qisen Xu, Youfang Lin, Huaiyu Wan. AAAI 2025: 12390-12398 [doi]

DUET: Dual Clustering Enhanced Multivariate Time Series ForecastingXiangfei Qiu, Xingjian Wu, Yan Lin 0006, Chenjuan Guo, Jilin Hu, Bin Yang 0002. kdd 2025: 1185-1196 [doi]

Path-LLM: A Multi-Modal Path Representation Learning by Aligning and Fusing with Large Language ModelsYongfu Wei, Yan Lin 0006, Hongfan Gao, Ronghui Xu 0001, Sean Bin Yang, Jilin Hu. WWW 2025: 2289-2298 [doi]

2024

Pre-Training General Trajectory Embeddings With Maximum Multi-View Entropy CodingYan Lin 0006, Huaiyu Wan, Shengnan Guo 0001, Jilin Hu, Christian S. Jensen, Youfang Lin. tkde, 36(12):9037-9050, December 2024. [doi]

Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language ModelsLetian Gong, Yan Lin 0006, Xinyue Zhang, Yiwen Lu, Xuedi Han, Yichen Liu 0003, Shengnan Guo 0001, Youfang Lin, Huaiyu Wan. nips 2024: [doi]

Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation LearningLetian Gong, Huaiyu Wan, Shengnan Guo 0001, Xiucheng Li, Yan Lin 0006, Erwen Zheng, Tianyi Wang, Zeyu Zhou 0001, Youfang Lin. tkde, 36(12):9308-9321, December 2024. [doi]

Inductive and adaptive graph convolution networks equipped with constraint task for spatial-temporal traffic data krigingTonglong Wei, Youfang Lin, Shengnan Guo 0001, Yan Lin 0006, Yiji Zhao, Xiyuan Jin, Zhihao Wu 0001, Huaiyu Wan. kbs, 284:111325, 2024. [doi]

Diff-RNTraj: A Structure-Aware Diffusion Model for Road Network-Constrained Trajectory GenerationTonglong Wei, Youfang Lin, Shengnan Guo 0001, Yan Lin 0006, Yiheng Huang, Chenyang Xiang, Yuqing Bai, Huaiyu Wan. tkde, 36(12):7940-7953, December 2024. [doi]

Micro-Macro Spatial-Temporal Graph-Based Encoder-Decoder for Map-Constrained Trajectory RecoveryTonglong Wei, Youfang Lin, Yan Lin 0006, Shengnan Guo 0001, Lan Zhang, Huaiyu Wan. tkde, 36(11):6574-6587, November 2024. [doi]

2023

Origin-Destination Travel Time Oracle for Map-based ServicesYan Lin 0006, Huaiyu Wan, Jilin Hu, Shengnan Guo 0001, Bin Yang 0002, Youfang Lin, Christian S. Jensen. pacmmod, 1(3), September 2023. [doi]

Multi-scale adaptive attention-based time-variant neural networks for multi-step time series forecastingChangxia Gao, Ning Zhang, Youru Li, Yan Lin 0006, Huaiyu Wan. apin, 53(23):28974-28993, December 2023. [doi]

Adversarial self-attentive time-variant neural networks for multi-step time series forecastingChangxia Gao, Ning Zhang, Youru Li, Yan Lin 0006, Huaiyu Wan. eswa, 231:120722, November 2023. [doi]

Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation LearningLetian Gong, Youfang Lin, Shengnan Guo 0001, Yan Lin 0006, Tianyi Wang, Erwen Zheng, Zeyu Zhou, Huaiyu Wan. AAAI 2023: 4276-4283 [doi]

WITRAN: Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series ForecastingYuxin Jia, Youfang Lin, XinYan Hao, Yan Lin 0006, Shengnan Guo 0001, Huaiyu Wan. nips 2023: [doi]

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